Shucong Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Speech Recognition

Boosted Classifiers

Heterogeneous Data

Top Venues

Publications

Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya
Linear-Complexity Self-Supervised Learning for Speech Processing. CoRR (2024)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 86 (2024)
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
Open-Source Conversational AI with SpeechBrain 1.0. CoRR (2024)
Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Titouan Parcollet, Rogier C. van Dalen, Sourav Bhattacharya
Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations. INTERSPEECH (2023)
Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya
Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition. CoRR (2023)
Titouan Parcollet, Shucong Zhang, Rogier C. van Dalen, Alberto Gil C. P. Ramos, Sourav Bhattacharya
On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning. INTERSPEECH (2023)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR (2023)
Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Sourav Bhattacharya
Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement. CoRR (2022)
Mohan Li, Shucong Zhang, Catalin Zorila, Rama Doddipatla
Transformer-based Streaming ASR with Cumulative Attention. CoRR (2022)
Mohan Li, Shucong Zhang, Catalin Zorila, Rama Doddipatla
Transformer-Based Streaming ASR with Cumulative Attention. ICASSP (2022)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
On The Usefulness of Self-Attention for Automatic Speech Recognition with Transformers. SLT (2021)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Transformer Based ASR Models. Interspeech (2021)
Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Erfan Loweimi, Peter Bell, Steve Renals
Train Your Classifier First: Cascade Neural Networks Training from Upper Layers to Lower Layers. ICASSP (2021)
Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Erfan Loweimi, Peter Bell, Steve Renals
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers. CoRR (2021)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Automatic Speech Recognition with Transformers. CoRR (2020)
Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Steve Renals
Learning Noise Invariant Features Through Transfer Learning For Robust End-to-End Speech Recognition. ICASSP (2020)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
When Can Self-Attention Be Replaced by Feed Forward Layers? CoRR (2020)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers. CoRR (2020)
Cong-Thanh Do, Shucong Zhang, Thomas Hain
Selective Adaptation of End-to-End Speech Recognition using Hybrid CTC/Attention Architecture for Noise Robustness. EUSIPCO (2020)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
Windowed Attention Mechanisms for Speech Recognition. ICASSP (2019)
Shucong Zhang, Erfan Loweimi, Yumo Xu, Peter Bell, Steve Renals
Trainable Dynamic Subsampling for End-to-End Speech Recognition. INTERSPEECH (2019)
Shucong Zhang, Yong Zhou
Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations. J. Multivar. Anal. 165 (2018)